Run
8784632

Run 8784632

Task 9889 (Supervised Classification) wilt Uploaded 11-01-2018 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees74
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size23
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.34239675172139
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9819
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8184
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2674.1967
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0305
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2983
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1159
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5132
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1716.947
UserCPU time millis
2.184
UserCPU time millis testing
0.12
UserCPU time millis training
2.064